Journal of Sensor Networks and Data Communications最新文献

{"title":"Voronoi Structure of Space Integration with an Applied Roundabout Network – Part I","authors":"","doi":"10.33140/jsndc.04.02.11","DOIUrl":"https://doi.org/10.33140/jsndc.04.02.11","url":null,"abstract":"The network objective of structuring space integration addresses the topologic and geometric dimensions to be framed out in a holistic method. In this sense, the spatial network of the multidisciplinary Voronoi convex hull encapsulates the varied integral properties with their correlative exploration. In practice, the conservation network of the roundabout Cairo investigates its integral structure against decomposition. The resultant structural essence defines the individual topological versus plural geometric roles at global integration per generator. The integrated topology cross-correlates control syntax with degree centrality in the local context, whereas the global structure of asymmetry complements the betweenness dynamics of generator distributiveness. Meanwhile, the geometrical network of the gabriel-graph forms cyclic spaces of global integrity and is correlated with Voronoi nodes at equidistant meeting points per cycle. Overlaid Voronoi properties classify the layout into clustered generators of correlated interval integrity, with functional cognition to infinity. An overview of the Voronoi network adopts intangible space integration along with its comprehensive framework of interrelated algorithms in the virtual reality of urbanism.","PeriodicalId":517894,"journal":{"name":"Journal of Sensor Networks and Data Communications","volume":" July","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141669787","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Voronoi Structure of Space Integration with an Applied Roundabout Network - Part III","authors":"","doi":"10.33140/jsndc.04.02.13","DOIUrl":"https://doi.org/10.33140/jsndc.04.02.13","url":null,"abstract":"Graph properties of embedded networks in voronoi diagram demonstrate new architectural dimensions of intangible space structure. The parametric model correlates the integral criteria of walkability and distributiveness along the layered graph networks in application to the historical conservation of roundabout Cairo. The essence of hamiltonian property globalizes from maximal degree choice to the favored components in eulerian loops. Meanwhile, the least integral asymmetry of distant generators forms the most traversable extent in compensation. However, the global system integration emphasizes the core meeting-point in topologic distributiveness with geometric shortest distance as well. Nevertheless, individual generators swap the topological-geometrical spatial integrity of exchangeable strategy at diverse layers of graph embeds. In this regard, cross-correlative strategies project the virtual graph networks over the existing roundabout Cairo to become interactively dynamic. Overview of voronoi-based graph integrity extends the parametric geometry along topologic networking of artificially intelligent space formation with social functioning, thus all packaged in prospective software architecture.","PeriodicalId":517894,"journal":{"name":"Journal of Sensor Networks and Data Communications","volume":" 6","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141670099","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Voronoi Structure of Space Integration with an Applied Roundabout Network - Part II","authors":"","doi":"10.33140/jsndc.04.02.12","DOIUrl":"https://doi.org/10.33140/jsndc.04.02.12","url":null,"abstract":"The dual Delaunay graph of Voronoi network unfolds into various geometric and topological properties of intangible space structure. Specifically, objective space integration of Delaunay layout determines the parameters of universal distance, distributiveness, geometric moments and traversable properties with their correlation in a single graph network. The pilot application on the network of roundabout Cairo defines the original space integrity for future conservation. The resultant analysis satisfies the hamiltonian circuiting with the highest layout integration of generator-9 in correlative measurements. On the contrary, the least integral generator-13 maintains the close ties with the adjacent generator-14 of better layout connectivity in compensation. Nevertheless, the core generators 3 & 4 of the layout form a dense overlapping circumcircle in correlation to cyclic graph minors, which boosts the global system integration. Future overview on computational Delaunay-graph of programmable network properties amalgamates a robust integral structure of space in prospective virtual reality with artificial intelligence.","PeriodicalId":517894,"journal":{"name":"Journal of Sensor Networks and Data Communications","volume":"102 41","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141667326","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Enhancing Home Security with AI-Driven Drone Surveillance","authors":"Karthikeya Tallapaneni, Arpan Kumar, Harsh Gautam, Ayush Yadav, Ayush Kumar, Harsh Yadav","doi":"10.33140/jsndc.04.02.10","DOIUrl":"https://doi.org/10.33140/jsndc.04.02.10","url":null,"abstract":"This research paper presents the design and implementation of an AI-Based Smart Home Security System Using Drone Surveillance. Leveraging advances in artificial intelligence and drone technology, the system aims to enhance home security through proactive threat detection and surveillance.","PeriodicalId":517894,"journal":{"name":"Journal of Sensor Networks and Data Communications","volume":" 5","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141674012","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Algorithms for Test Suite Split in Multi Machine Setup with Symmetrical and Asymmetrical Machine Execution Speeds","authors":"","doi":"10.33140/jsndc.04.02.09","DOIUrl":"https://doi.org/10.33140/jsndc.04.02.09","url":null,"abstract":"Regression test suite study can be on various parameters such as code and requirement coverage, test suite execution time reduction. The focus of the article is on reduction of test suite execution in multi machine setup. Two cases are possible. Test setup with symmetrical execution speed of machines and asymmetrical execution speeds. This article proposes four algorithms for both symmetrical and asymmetrical execution combined. Our previous published article explains the case of identical split for identical execution speed machines and weighted split for asymmetrical execution speed cases. We build on those two algorithms and total four algorithms are proposed. Two new algorithms are being proposed in this article. The logic underlying these algorithms is efficient usage of execution speeds of the machines. Although the article is for regression test suite execution, the algorithms can be beneficial in all cases where queuing is involved and service time of each entity is known prior. The algorithm and python version of the code is shared in this article for ready reference. While the algorithms can be beneficial for the test suite execution reduction for edge cases where order of test cases execution is must these algorithms should not be used. As mentioned earlier the algorithms can also be used in situations where there are queues involved and serial, fixed time service takes place for each of the entity being served.","PeriodicalId":517894,"journal":{"name":"Journal of Sensor Networks and Data Communications","volume":" 14","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141679584","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"A Theory of Everything: When Information Geometry Meets the Generalized Brownian Motion and the Einsteinian Relativity","authors":"","doi":"10.33140/jsndc.04.02.08","DOIUrl":"https://doi.org/10.33140/jsndc.04.02.08","url":null,"abstract":"Information geometry (IG) is a fascinating combination of differential geometry and statistics where a Riemannian manifold's structure is applied to a statistical model. It may find numerous fascinating uses in the domains of theoretical neurology, machine learning, complexity, and (quantum) information theory, among others. (IG) aims to provide a differential-geometric perspective on statistical geodesic models' structure. In this case, IG, KD, and J-divergence (JD) are used to define the manifold of the Generalised Brownian Motion (GBM). Consequently, the geodesic equations (GEs) are devised, and GB information matrix exponential (IME) is presented. Moreover, for first time ever, the necessary and sufficient mathematical requirement that characterizes the developability of Generalized Brownian Motion (GBM) manifold is devised. Also, a novel sufficient and necessary conditions which characterizes the regions where the surface describing GBM is minimal is determined. Also, it is shown that GBM has a non-zero 0-Gaussian and Ricci curvatures. Consequently, this advances the establishment of a unified GBM- Relativistic Info-Geometric based analysis","PeriodicalId":517894,"journal":{"name":"Journal of Sensor Networks and Data Communications","volume":" 18","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141678037","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"The MIMO Data Transfer Line with Three-Frequency Quaternion Carrier","authors":"","doi":"10.33140/jsndc.04.02.01","DOIUrl":"https://doi.org/10.33140/jsndc.04.02.01","url":null,"abstract":"With the development of communication systems and the Internet, as well as with the growth of services created on the basis of communication networks, the need to increase the capacity of communication channels is increasing. Theoretically, it is shown that it is possible to increase the capacity of communication channels and exceed the “Shannon limit” by moving from the real space of signals on a plane to a multidimensional one with dimension M. In a multidimensional space, each signal is a multidimensional vector, and when such a signal passes through a channel, a MIMO (Many-Input – Many-Output) scheme is formed. As an alternative to existing methods for implementing a MIMO scheme in a physical space with multiple antennas at the input and output of a communication channel, a method for transmitting information using a MIMO scheme in a hypercomplex vector space with one antenna for transmission and one for reception is proposed for wireless communication systems and communication cables. It is known that hypercomplex numbers are an extension of complex numbers through the doubling procedure and form a hypercomplex space on imaginary orthogonal axes and one scalar axis orthogonal to them. For example, a quaternion in algebraic form is written as q= s+xi+yj+zk, where s, x, y, z – real numbers, i, j, k – imaginary units. A quaternion forms a four-dimensional (4D) space. Hypercomplex numbers are also widely known, such as the octonion in 8D and sedenion in 16D spaces. Accordingly, based on these numbers, MIMO schemes with dimensions of 4D, 8D, 16D are implemented. Let us represent the mathematical model of a MIMO channel in a hypercomplex space using a square channel matrix of dimension MxM. From an energy point of view, this MIMO channel model is equivalent to the antenna diversity MIMO model. With an orthogonal channel matrix, maximum capacity is ensured. To synthesize the channel matrix, an exponential function of the quaternion and a polar form of representation of exponentials of imaginary units were used. To get rid of imaginary units in the algebraic form of writing a quaternion and for the purpose of forming a channel matrix, it is represented as a real matrix of dimension 4x4, i.e. three-frequency fundamental matrix Ф(ωi ,ωj .ωk ,t). Using trigonometry formulas, the channel matrix is decomposed into 4 single-frequency matrices of combination frequencies: Ω1 =ωi +ωj +ωk , Ω2 =ωi +ωj -ωk ,, Ω3 =ωi -ωj +ωk ,, Ω4 =ωi -ωj -ωk . A three-frequency channel matrix will, accordingly, be equal to the sum of single-frequency matrices. Modulation of subcarrier frequencies is carried out by multiplying the channel matrix by information vectors: y(ωi ,ωj .ωk ,t)=Ф(ωi ,ωj .ωk ,t)x(0). As a result of multiplication, we obtain QPSK modulation for each combination frequency. When adding frequencies, we obtain a multifrequency oscillation in each element of the modulated vector. Moreover, each element of the output vector y(ωi ,ωj .ωk ,t) contains information","PeriodicalId":517894,"journal":{"name":"Journal of Sensor Networks and Data Communications","volume":"38 5","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141009364","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"The Evolution of Mobile Communication: A Comprehensive Survey on 5G Technology","authors":"","doi":"10.33140/jsndc.04.01.06","DOIUrl":"https://doi.org/10.33140/jsndc.04.01.06","url":null,"abstract":"This comprehensive survey meticulously navigates the evolution of mobile communication, focusing on the revolutionary strides introduced by 5G technology. The study elucidates primary objectives, research methodology, pivotal findings, and implications inherent in the trajectory of mobile communication. It aims for a detailed examination of the technological landscape, outlining features that distinguish 5G from its predecessors. The research methodology involves an exhaustive literature review, culminating in a comprehensive overview of 5G technology. Key findings highlight 5G's transformative capacities, spanning unparalleled data transfer speeds, low-latency communication, and applications like IoT, augmented reality, and autonomous vehicles. The study underscores 5G's far-reaching impact across various sectors. Serving as both a retrospective analysis and a valuable resource, the survey guides researchers, industry professionals, and policymakers through the intricate landscape of 5G technology. Addressing the imperative of accommodating increasing mobile data traffic, the 5G network strives for improved spectrum utilization, energy efficiency, and QoS parameters. Notable innovations include Massive MIMO, promising high spectral efficiency. The focus on efficacy, accuracy, and channel estimation techniques is evident. The article explores specific requirements of 5G wireless communication systems, addressing challenges faced by earlier mobile generations. The advent of 5G emerges as a pivotal solution, aiming for a 1000-fold capacity gain and assuring quality-of-service, higher spectral efficiency, ultra-reliable communication, and facilitating massive machinetype communication. Challenges in traffic load and resource consumption necessitate innovative approaches. The research reviews emerging wireless technologies, including an analysis of Massive MIMO as an efficient solution. The paper promises to be a valuable resource, contributing to the seamless development of state-of-the-art 5G and B5G networks, recognizing the importance of continued research and innovation in the dynamic landscape of mobile communication technologies.","PeriodicalId":517894,"journal":{"name":"Journal of Sensor Networks and Data Communications","volume":" 3","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140390758","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Upper and Lower Bounds of the State Variable of M/G/1 PSFFA Model of the Non-Stationary M/Ek /1 Queueing System","authors":"","doi":"10.33140/jsndc.02.01.05","DOIUrl":"https://doi.org/10.33140/jsndc.02.01.05","url":null,"abstract":"The current work reports the upper bound of the state variable of the of the M/G/1 Pointwise Steady Fluid Flow Approximation (PSFFA) model of non-stationary M/Ek /1 queueing system. Concluding remarks combined with future work are provided.","PeriodicalId":517894,"journal":{"name":"Journal of Sensor Networks and Data Communications","volume":"23 5","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140283970","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"General Divisibility Algorithms","authors":"","doi":"10.33140/jsndc.04.01.04","DOIUrl":"https://doi.org/10.33140/jsndc.04.01.04","url":null,"abstract":"In my paper, a divisibility rule named the Vezir function is described, which has been generalized for every integer and encompasses all previously established divisibility rules. Subsequently, the paper discusses other areas where this function is instrumental. These include simplifying ratios, conducting rationality tests, generating prime numbers, and more. Towards the end of the paper, a set of hypotheses is also presented. Among these, the most significant is the novel approach involving the application of the Vezir function for prime number generation.","PeriodicalId":517894,"journal":{"name":"Journal of Sensor Networks and Data Communications","volume":"43 4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140284959","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}